Summary
Overview
Work History
Education
Skills
Timeline
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UGeon Jeon

UGeon Jeon

Seongbuk-gu

Summary

  • Background: An AI Engineer with a unique B.S. in Mathematics and a self-designed major in 'Philosophical Big-Data Management'.
  • Focus: Building trustworthy and explainable AI by addressing challenges in fairness, bias, and accountability.
  • Experience: Hands-on experience developing a fair GPT-based assessment system , real-time medical AI , and recommendation models.

Overview

4
4
years of professional experience

Work History

AI Engineer

Creverse Inc.
04.2023 - Current
  • Built AI-generated English storybooks through prompt engineering and image generation.
  • Developed a real-time, AI-powered English assessment system with prompt-engineered evaluation, FastAPI backend, and cloud-ready deployment.
  • Fine-tuned Whisper STT engine; enhanced training tasks using image-generated data.

Researcher

Ainex Corp.
01.2022 - 03.2023
  • Contributed to ENAD Finder, an AI for real-time colonoscopy polyp detection and diagnosis.
  • Managed labeling of over 10K high resolution medical images and developed an auto-annotation tool.
  • Constructed preprocessing and data quality pipelines using OpenCV to enhance image analysis.

Data Analytics

aiZEN Global
07.2021 - 12.2021
  • Participated in the government-funded AI Voucher program; developed and deployed a personalized live-commerce recommendation system based on viewer data.
  • Collaborated with external partners to build anomaly detection models for P2P lending transactions.
  • Competed in the Singapore FinTech Veritas Challenge; designed a reinforcement learning–based model to improve gender fairness.

Education

Master Student - Applied Artificial Intelligence

Korea University
Seoul, Korea
08.2025

B.S. in Mathematics / Bachelor of Arts in Self-designed Transdisciplinary Studies - Mathematics, Philosophical Big-Data Management

Sungkyunkwan University
Suwon, Korea
08.2022

Exchange Student Program - Informatics

Masaryk University
Brno, Czech Republic
07.2020

Skills

  • Programming & Development: Python, FastAPI
  • Machine Learning Frameworks: PyTorch, TensorFlow, HuggingFace
  • Cloud & Deployment: Azure, GCP, AWS, Docker, Linux, Langfuse
  • Data Management: SQL, NoSQL Databases

Timeline

AI Engineer

Creverse Inc.
04.2023 - Current

Researcher

Ainex Corp.
01.2022 - 03.2023

Data Analytics

aiZEN Global
07.2021 - 12.2021

Master Student - Applied Artificial Intelligence

Korea University

B.S. in Mathematics / Bachelor of Arts in Self-designed Transdisciplinary Studies - Mathematics, Philosophical Big-Data Management

Sungkyunkwan University

Exchange Student Program - Informatics

Masaryk University

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UGeon Jeon